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Updated: Feb 7, 2026

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预测酒精性肝硬化和败血症患者28天死亡率的机器学习模型:基于MIMIC-IV数据库的研究

Xu Cao1,2, Dingmin Wang1,2, Wenling Li1,2

  • 1Department of Gastroenterology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.

Scandinavian journal of gastroenterology
|February 6, 2026
PubMed
概括

XGBoost机器学习模型准确地预测了酒精性肝硬化败血症患者的28天死亡率. 该工具有助于个性化治疗和重症监护资源管理.

关键词:
28天死亡风险28天死亡风险酒精性肝硬化症是什么在SHAP分析中,我们分析了SHAP.败血症 这是一种败血症.一个XGBoost模型.

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